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293 lines (293 loc) · 9.42 KB
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{
"run_id": "g4_benchmark",
"created_at_utc": "2026-10-03T02:24:27.844156+00:00",
"seed": 20261002,
"confidence_level": 0.95,
"bootstrap_resamples": 10000,
"num_families": 4,
"num_cases": 12,
"num_repeats": 3,
"engines": [
"rag_llm",
"scrape_llm",
"structured_jev",
"structured_llm",
"structured_rules"
],
"paired_comparisons": {
"structured_jev_vs_rag_llm": {
"comparison_id": "structured_jev_vs_rag_llm",
"engine_a": "structured_jev",
"engine_b": "rag_llm",
"sample_size_cases": 36,
"num_families": 4,
"task_success": {
"metric_name": "task_success_diff",
"engine_a": "structured_jev",
"engine_b": "rag_llm",
"point_difference": 0.08333333333333333,
"ci_lower": 0.0,
"ci_upper": 0.25,
"confidence_level": 0.95,
"p_value": 0.6354,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"latency_difference_ms": {
"metric_name": "latency_diff_ms",
"engine_a": "structured_jev",
"engine_b": "rag_llm",
"point_difference": -3209.3297945000004,
"ci_lower": -4022.2444250000003,
"ci_upper": -2528.944877,
"confidence_level": 0.95,
"p_value": 0.0,
"p_value_holm": 0.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": true,
"details": {}
},
"latency_speedup": {
"metric_name": "latency_speedup",
"engine_a": "structured_jev",
"engine_b": "rag_llm",
"point_difference": 14.630452413845218,
"ci_lower": 11.925152249760881,
"ci_upper": 17.715823108941926,
"confidence_level": 0.95,
"p_value": 0.0,
"p_value_holm": 0.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": true,
"details": {}
},
"cost_difference_usd": {
"metric_name": "cost_diff_usd",
"engine_a": "structured_jev",
"engine_b": "rag_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"cost_reduction_ratio": {
"metric_name": "cost_reduction_ratio",
"engine_a": "structured_jev",
"engine_b": "rag_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"false_approvals_a": 3,
"false_approvals_b": 0,
"false_approvals_diff": 3,
"no_new_false_approvals": false,
"success_non_inferior": true,
"latency_target_met": true,
"cost_target_met": false,
"overall_favorable_a": false
},
"structured_jev_vs_scrape_llm": {
"comparison_id": "structured_jev_vs_scrape_llm",
"engine_a": "structured_jev",
"engine_b": "scrape_llm",
"sample_size_cases": 36,
"num_families": 4,
"task_success": {
"metric_name": "task_success_diff",
"engine_a": "structured_jev",
"engine_b": "scrape_llm",
"point_difference": 0.08333333333333333,
"ci_lower": 0.0,
"ci_upper": 0.25,
"confidence_level": 0.95,
"p_value": 0.6106,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"latency_difference_ms": {
"metric_name": "latency_diff_ms",
"engine_a": "structured_jev",
"engine_b": "scrape_llm",
"point_difference": -10953.295039999999,
"ci_lower": -11608.6094435,
"ci_upper": -9901.759945,
"confidence_level": 0.95,
"p_value": 0.0,
"p_value_holm": 0.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": true,
"details": {}
},
"latency_speedup": {
"metric_name": "latency_speedup",
"engine_a": "structured_jev",
"engine_b": "scrape_llm",
"point_difference": 47.52010742971552,
"ci_lower": 46.09716940548709,
"ci_upper": 53.5691598695218,
"confidence_level": 0.95,
"p_value": 0.0,
"p_value_holm": 0.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": true,
"details": {}
},
"cost_difference_usd": {
"metric_name": "cost_diff_usd",
"engine_a": "structured_jev",
"engine_b": "scrape_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"cost_reduction_ratio": {
"metric_name": "cost_reduction_ratio",
"engine_a": "structured_jev",
"engine_b": "scrape_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"false_approvals_a": 3,
"false_approvals_b": 0,
"false_approvals_diff": 3,
"no_new_false_approvals": false,
"success_non_inferior": true,
"latency_target_met": true,
"cost_target_met": false,
"overall_favorable_a": false
},
"rag_llm_vs_scrape_llm": {
"comparison_id": "rag_llm_vs_scrape_llm",
"engine_a": "rag_llm",
"engine_b": "scrape_llm",
"sample_size_cases": 36,
"num_families": 4,
"task_success": {
"metric_name": "task_success_diff",
"engine_a": "rag_llm",
"engine_b": "scrape_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"latency_difference_ms": {
"metric_name": "latency_diff_ms",
"engine_a": "rag_llm",
"engine_b": "scrape_llm",
"point_difference": -7743.9652455,
"ci_lower": -8155.877897999999,
"ci_upper": -6879.5584954999995,
"confidence_level": 0.95,
"p_value": 0.0,
"p_value_holm": 0.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": true,
"details": {}
},
"latency_speedup": {
"metric_name": "latency_speedup",
"engine_a": "rag_llm",
"engine_b": "scrape_llm",
"point_difference": 3.248027202818819,
"ci_lower": 2.742539693492345,
"ci_upper": 3.7139741855024453,
"confidence_level": 0.95,
"p_value": 0.0,
"p_value_holm": 0.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": true,
"details": {}
},
"cost_difference_usd": {
"metric_name": "cost_diff_usd",
"engine_a": "rag_llm",
"engine_b": "scrape_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"cost_reduction_ratio": {
"metric_name": "cost_reduction_ratio",
"engine_a": "rag_llm",
"engine_b": "scrape_llm",
"point_difference": 0.0,
"ci_lower": 0.0,
"ci_upper": 0.0,
"confidence_level": 0.95,
"p_value": 1.0,
"p_value_holm": 1.0,
"bootstrap_resamples": 10000,
"is_statistically_significant": false,
"details": {}
},
"false_approvals_a": 0,
"false_approvals_b": 0,
"false_approvals_diff": 0,
"no_new_false_approvals": true,
"success_non_inferior": true,
"latency_target_met": true,
"cost_target_met": false,
"overall_favorable_a": true
}
},
"multiple_testing_adjustments": {
"structured_jev_vs_rag_llm:latency_speedup": 0.0,
"structured_jev_vs_scrape_llm:latency_speedup": 0.0,
"rag_llm_vs_scrape_llm:latency_speedup": 0.0,
"structured_jev_vs_scrape_llm:task_success": 1.0,
"structured_jev_vs_rag_llm:task_success": 1.0,
"structured_jev_vs_rag_llm:cost_reduction": 1.0,
"structured_jev_vs_scrape_llm:cost_reduction": 1.0,
"rag_llm_vs_scrape_llm:task_success": 1.0,
"rag_llm_vs_scrape_llm:cost_reduction": 1.0
},
"outcome_label": "No net benefit demonstrated",
"outcome_label_original": "JEV sin beneficio demostrado",
"outcome_rationale": "structured_jev vs rag_llm: latency target met (14.6x faster, 95% CI 11.9x-17.7x); task success non-inferior; cost not measured; FAILED no-new-false-approvals gate (3 vs 0). structured_jev vs scrape_llm: latency target met (47.5x faster, 95% CI 46.1x-53.6x); task success non-inferior; cost not measured; FAILED no-new-false-approvals gate (3 vs 0).",
"thresholds": {
"success_noninferiority_margin": 0.05,
"latency_reduction_target": 0.2,
"cost_reduction_target": 0.2
}
}